Applying machine learning, AI, and advanced construction technologies
Learn how a data-driven approach helps bring context to the digital and physical strategies for Industrialized Construction.
Course overview
Learn how a data-driven approach helps bring context to the digital and physical strategies for Industrialized Construction.
After completing this learning series, you will be able to:
- Investigate the availability and use of data for Industrialized Construction and its links to the process and technology enablers.
- Identify strategies for data-driven use of machine learning and artificial intelligence for Industrialized Construction.
- Identify strategies for application of advanced construction technologies for Industrialized Construction.
- Understand the role of machine learning, AI, and advanced construction technologies in Industrialized Construction.
Course outline
Investigate the availability and use of data for Industrialized Construction and its links to the process and technology enablers
Artificial intelligence and machine learning can assist designers with outcome-based design to assess the potential of a project development through user-defined criteria and iterating in real-time to explore "what-if" scenarios more rapidly.
Module outline
Artificial intelligence and machine learning can assist designers with outcome-based design to assess the potential of a project development through user-defined criteria and iterating in real-time to explore "what-if" scenarios more rapidly.
Identify strategies for data-driven use of machine learning and artificial intelligence for Industrialized Construction
Artificial intelligence and machine learning can assist designers with outcome-based design to assess the potential of a project development through user-defined criteria and iterating in real-time to explore "what-if" scenarios more rapidly.
Module outline
Artificial intelligence and machine learning can assist designers with outcome-based design to assess the potential of a project development through user-defined criteria and iterating in real-time to explore "what-if" scenarios more rapidly.
Identify strategies for application of advanced construction technologies for Industrialized Construction
Machine learning and AI can be applied to analyze jobsite data to prioritize issues and RFIs, and group them into actionable categories for faster and more focused processing, with the ultimate goal of mitigating project risks and improving project performance.
Module outline
Machine learning and AI can be applied to analyze jobsite data to prioritize issues and RFIs, and group them into actionable categories for faster and more focused processing, with the ultimate goal of mitigating project risks and improving project performance.
Understand the role of machine learning, AI, and advanced construction technologies in Industrialized Construction
Discover how a cloud-based digital twin technology platform connects the physical and digital worlds to offer real-time operational insight into the performance of building facilities.
Module outline
Discover how a cloud-based digital twin technology platform connects the physical and digital worlds to offer real-time operational insight into the performance of building facilities.
Applying machine learning, AI, and advanced construction technologies - Additional reading and videos
Additional reading and videos
Module outline
Applying machine learning, AI, and advanced construction technologies - Additional reading and videos
